Spence Richard Trafford, Zargaran Eiman, Hameed S Morad, Navsaria Pradeep, Nicol Andrew
Department of Surgery, Codman Center Massachusetts General Hospital, Boston, MA; Department of General Surgery, University of Cape Town Trauma Center, Groote Schuur Hospital, South Africa.
Department of Surgery, University of British Columbia, Canada.
J Surg Res. 2016 Aug;204(2):384-392. doi: 10.1016/j.jss.2016.05.021. Epub 2016 May 20.
The burden of data collection associated with injury severity scoring has limited its application in areas of the world with the highest incidence of trauma.
Since January 2014, electronic records (electronic Trauma Health Records [eTHRs]) replaced all handwritten records at the Groote Schuur Hospital Trauma Unit in South Africa. Data fields required for Glasgow Coma Scale, Revised Trauma Score, Kampala Trauma Score, Injury Severity Score (ISS), and Trauma Score-Injury Severity Score calculations are now prospectively collected. Fifteen months after implementation of eTHR, the injury severity scores were compared as predictors of mortality on three accounts: (1) ability to discriminate (area under receiver operating curve, ROC); (2) ability to calibrate (observed versus expected ratio, O/E); and (3) feasibility of data collection (rate of missing data).
A total of 7460 admissions were recorded by eTHR from April 1, 2014 to July 7, 2015, including 770 severely injured patients (ISS > 15) and 950 operations. The mean age was 33.3 y (range 13-94), 77.6% were male, and the mechanism of injury was penetrating in 39.3% of cases. The cohort experienced a mortality rate of 2.5%. Patient reserve predictors required by the scores were 98.7% complete, physiological injury predictors were 95.1% complete, and anatomic injury predictors were 86.9% complete. The discrimination and calibration of Trauma Score-Injury Severity Score was superior for all admissions (ROC 0.9591 and O/E 1.01) and operatively managed patients (ROC 0.8427 and O/E 0.79). In the severely injured cohort, the discriminatory ability of Revised Trauma Score was superior (ROC 0.8315), but no score provided adequate calibration.
Emerging mobile health technology enables reliable and sustainable injury severity scoring in a high-volume trauma center in South Africa.
与损伤严重程度评分相关的数据收集负担限制了其在世界上创伤发生率最高地区的应用。
自2014年1月起,南非格罗特舒尔医院创伤科用电子记录(电子创伤健康记录 [eTHR])取代了所有手写记录。现在前瞻性收集格拉斯哥昏迷量表、修订创伤评分、坎帕拉创伤评分、损伤严重程度评分(ISS)和创伤评分 - 损伤严重程度评分计算所需的数据字段。在实施eTHR 15个月后,从三个方面比较损伤严重程度评分作为死亡率预测指标的情况:(1)鉴别能力(受试者操作特征曲线下面积,ROC);(2)校准能力(观察值与预期值之比,O/E);(3)数据收集的可行性(缺失数据率)。
2014年4月1日至2015年7月7日,eTHR共记录了7460例入院病例,包括770例重伤患者(ISS > 15)和950例手术。平均年龄为33.3岁(范围13 - 94岁),77.6%为男性,39.3%的病例损伤机制为穿透伤。该队列的死亡率为2.5%。评分所需的患者储备预测指标完成率为98.7%,生理损伤预测指标完成率为95.1%,解剖损伤预测指标完成率为86.9%。创伤评分 - 损伤严重程度评分在所有入院病例(ROC 0.9591和O/E 1.01)和接受手术治疗的患者(ROC 0.8427和O/E 0.79)中的鉴别和校准能力更佳。在重伤队列中,修订创伤评分的鉴别能力更佳(ROC 0.8315),但没有评分提供充分的校准。
新兴的移动健康技术能够在南非的一个大容量创伤中心实现可靠且可持续的损伤严重程度评分。